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Data assimilation: a mathematical introduction

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Bibliographic Details
Main Authors:	Law, Kody (Author), Stuart, Andrew (Author), Zygalakis, Konstantinos (Author)
Format:	Book
Language:	English
Published:	Cham ; Heidelberg ; New York ; Dordrecht ; London Springer [2015]
Series:	Texts in applied mathematics volume 62
Subjects:	Datenassimilation
Online Access:	Inhaltsverzeichnis Abstract
Physical Description:	xviii, 242 Seiten Diagramme
ISBN:	9783319203249

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MARC


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adam_text	DATA ASSIMILATION / LAW, KODY : 2015 TABLE OF CONTENTS / INHALTSVERZEICHNIS MATHEMATICAL BACKGROUND DISCRETE TIME: FORMULATION DISCRETE TIME: SMOOTHING ALGORITHMS DISCRETE TIME: FILTERING ALGORITHMS DISCRETE TIME: MATLAB PROGRAMS CONTINUOUS TIME: FORMULATION CONTINUOUS TIME: SMOOTHING ALGORITHMS CONTINUOUS TIME: FILTERING ALGORITHMS CONTINUOUS TIME: MATLAB PROGRAMS INDEX DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. DATA ASSIMILATION / LAW, KODY : 2015 ABSTRACT / INHALTSTEXT THIS BOOK PROVIDES A SYSTEMATIC TREATMENT OF THE MATHEMATICAL UNDERPINNINGS OF WORK IN DATA ASSIMILATION, COVERING BOTH THEORETICAL AND COMPUTATIONAL APPROACHES. SPECIFICALLY THE AUTHORS DEVELOP A UNIFIED MATHEMATICAL FRAMEWORK IN WHICH A BAYESIAN FORMULATION OF THE PROBLEM PROVIDES THE BEDROCK FOR THE DERIVATION, DEVELOPMENT AND ANALYSIS OF ALGORITHMS; THE MANY EXAMPLES USED IN THE TEXT, TOGETHER WITH THE ALGORITHMS WHICH ARE INTRODUCED AND DISCUSSED, ARE ALL ILLUSTRATED BY THE MATLAB SOFTWARE DETAILED IN THE BOOK AND MADE FREELY AVAILABLE ONLINE. THE BOOK IS ORGANIZED INTO NINE CHAPTERS: THE FIRST CONTAINS A BRIEF INTRODUCTION TO THE MATHEMATICAL TOOLS AROUND WHICH THE MATERIAL IS ORGANIZED; THE NEXT FOUR ARE CONCERNED WITH DISCRETE TIME DYNAMICAL SYSTEMS AND DISCRETE TIME DATA; THE LAST FOUR ARE CONCERNED WITH CONTINUOUS TIME DYNAMICAL SYSTEMS AND CONTINUOUS TIME DATA AND ARE ORGANIZED ANALOGOUSLY TO THE CORRESPONDING DISCRETE TIME CHAPTERS. THIS BOOK IS AIMED AT MATHEMATICAL RESEARCHERS INTERESTED IN A SYSTEMATIC DEVELOPMENT OF THIS INTERDISCIPLINARY FIELD, AND AT RESEARCHERS FROM THE GEOSCIENCES, AND A VARIETY OF OTHER SCIENTIFIC FIELDS, WHO USE TOOLS FROM DATA ASSIMILATION TO COMBINE DATA WITH TIME-DEPENDENT MODELS. THE NUMEROUS EXAMPLES AND ILLUSTRATIONS MAKE UNDERSTANDING OF THE THEORETICAL UNDERPINNINGS OF DATA ASSIMILATION ACCESSIBLE. FURTHERMORE, THE EXAMPLES, EXERCISES AND MATLAB SOFTWARE, MAKE THE BOOK SUITABLE FOR STUDENTS IN APPLIED MATHEMA TICS, EITHER THROUGH A LECTURE COURSE, OR THROUGH SELF-STUDY DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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isbn	9783319203249
language	English
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physical	xviii, 242 Seiten Diagramme
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series	Texts in applied mathematics
series2	Texts in applied mathematics
spelling	Law, Kody (DE-588)1078855161 aut Data assimilation a mathematical introduction Kody Law ; Andrew Stuart ; Konstantinos Zygalakis Cham ; Heidelberg ; New York ; Dordrecht ; London Springer [2015] © 2015 xviii, 242 Seiten Diagramme txt rdacontent n rdamedia nc rdacarrier Texts in applied mathematics volume 62 Datenassimilation (DE-588)4803260-8 gnd rswk-swf Datenassimilation (DE-588)4803260-8 s DE-604 Stuart, Andrew (DE-588)1078856400 aut Zygalakis, Konstantinos (DE-588)1078856850 aut Erscheint auch als Online-Ausgabe 10.1007/978-3-319-20325-6 Erscheint auch als Online-Ausgabe 978-3-319-20325-6 Texts in applied mathematics volume 62 (DE-604)BV002476038 62 Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028189781&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028189781&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract
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subject_GND	(DE-588)4803260-8
title	Data assimilation a mathematical introduction
title_auth	Data assimilation a mathematical introduction
title_exact_search	Data assimilation a mathematical introduction
title_full	Data assimilation a mathematical introduction Kody Law ; Andrew Stuart ; Konstantinos Zygalakis
title_fullStr	Data assimilation a mathematical introduction Kody Law ; Andrew Stuart ; Konstantinos Zygalakis
title_full_unstemmed	Data assimilation a mathematical introduction Kody Law ; Andrew Stuart ; Konstantinos Zygalakis
title_short	Data assimilation
title_sort	data assimilation a mathematical introduction
title_sub	a mathematical introduction
topic	Datenassimilation (DE-588)4803260-8 gnd
topic_facet	Datenassimilation
url	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028189781&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028189781&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
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